DEVELOPMENT... OpenML
Run
95166

Run 95166

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 08-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_DecisionStump(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_DecisionStump(2)_I10
weka.AdaBoostM1_DecisionStump(2)_P100
weka.AdaBoostM1_DecisionStump(2)_S1
weka.AdaBoostM1_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9065
Per class
Build CPU time
0.1736
Build memory
118006008.8
F measure
0.8373
Per class
Kappa
0.6679
KB relative information score
241.5812
Mean absolute error
0.2708
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8378
Per class
Predictive accuracy
0.838
Prior entropy
0.9875
Recall
0.838
Per class
Relative absolute error
0.5512
Root mean prior squared error
0.4956
Root mean squared error
0.3508
Root relative squared error
0.7079
SciMark benchmark
930.1524